Affective computing
Describing the emotional states that are expressed in speech
Speech Communication - Special issue on speech and emotion
Learning a Locality Preserving Subspace for Visual Recognition
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
Analysis of emotion recognition using facial expressions, speech and multimodal information
Proceedings of the 6th international conference on Multimodal interfaces
Recognizing Facial Expression: Machine Learning and Application to Spontaneous Behavior
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 2 - Volume 02
Audio-Visual Affect Recognition through Multi-Stream Fused HMM for HCI
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 2 - Volume 02
Affective multimodal human-computer interaction
Proceedings of the 13th annual ACM international conference on Multimedia
One-Class Classification for Spontaneous Facial Expression Analysis
FGR '06 Proceedings of the 7th International Conference on Automatic Face and Gesture Recognition
2005 Special Issue: Beyond emotion archetypes: Databases for emotion modelling using neural networks
Neural Networks - Special issue: Emotion and brain
2005 Special Issue: Emotion recognition in human-computer interaction
Neural Networks - Special issue: Emotion and brain
2005 Special Issue: Challenges in real-life emotion annotation and machine learning based detection
Neural Networks - Special issue: Emotion and brain
Frame-dependent multi-stream reliability indicators for audio-visual speech recognition
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 3 (ICME '03) - Volume 03
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Predicting student emotions in computer-human tutoring dialogues
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
Audio-visual based emotion recognition-a new approach
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Authentic facial expression analysis
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Audio-Visual Affect Recognition
IEEE Transactions on Multimedia
Human computing and machine understanding of human behavior: a survey
Proceedings of the 8th international conference on Multimodal interfaces
Affective multimodal mirror: sensing and eliciting laughter
Proceedings of the international workshop on Human-centered multimedia
A survey of affect recognition methods: audio, visual and spontaneous expressions
Proceedings of the 9th international conference on Multimodal interfaces
A robust multimodal approach for emotion recognition
Neurocomputing
User Modeling and User-Adapted Interaction
Emotion detection via discriminative kernel method
Proceedings of the 3rd International Conference on PErvasive Technologies Related to Assistive Environments
Human computing and machine understanding of human behavior: a survey
ICMI'06/IJCAI'07 Proceedings of the ICMI 2006 and IJCAI 2007 international conference on Artifical intelligence for human computing
Gaze-X: adaptive, affective, multimodal interface for single-user office scenarios
ICMI'06/IJCAI'07 Proceedings of the ICMI 2006 and IJCAI 2007 international conference on Artifical intelligence for human computing
Information Processing and Management: an International Journal
Fusion of audio- and visual cues for real-life emotional human robot interaction
DAGM'11 Proceedings of the 33rd international conference on Pattern recognition
Audio visual emotion recognition based on triple-stream dynamic bayesian network models
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part I
Proceedings of the 14th ACM international conference on Multimodal interaction
Spatiotemporal features for effective facial expression recognition
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part I
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Automatic multimodal recognition of spontaneous affective expressions is a largely unexplored and challenging problem. In this paper, we explore audio-visual emotion recognition in a realistic human conversation setting - Adult Attachment Interview (AAI). Based on the assumption that facial expression and vocal expression be at the same coarse affective states, positive and negative emotion sequences are labeled according to Facial Action Coding System Emotion Codes. Facial texture in visual channel and prosody in audio channel are integrated in the framework of Adaboost multi-stream hidden Markov model (AMHMM) in which Adaboost learning scheme is used to build component HMM fusion. Our approach is evaluated in the preliminary AAI spontaneous emotion recognition experiments.